Research Interest
& Data Mining Algorithm and Application
Efficient
data mining and knowledge discovery algorithms
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Association rules mining
- Sequence patterns mining
- Clustering techniques
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Classification techniques
-
Time series analysis
Prediction
modeling techniques
Constrained
mining with fuzzy/rough perceptions
Applications
in vertical fields
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Web mining (web user behavior
analysis)
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Mobility mining (mobility and service patterns analysis)
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Bioinformatics (gene expression analysis)
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Medical databases analysis
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Manufacturing systems (quality and yield analysis)
& Bioinformatics
Gene
Expression and Microarray (Bio-Chip) analysis
Clustering
and validation techniques
Integrated
knowledge discovery in biological databases
Medical
informatics mining
Patient
monitoring system
Patient
safety assurance system
Intelligent
medical sensor system
& Web
and
Web and mobility mining
Intelligent agent and
personalization techniques for mobile web systems
Location-based services
High-Performance
and adaptive web-based information systems
& Multimedia Data Mining
MPEG-7 annotation and semantics learning techniques
Content-based (Image/Video/Audio)
Multimedia Information Search
Multimedia Information Mining